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Published byBrayan Vosper Modified over 9 years ago
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By Stephanie Reese
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LEACH stands for Low-Energy Adaptive Clustering Hierarchy This WSN is considered to be a dynamic clustering method LEACH has two phases
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The reason we need network protocol such as LEACH is due to the fact that a node in the network is no longer useful when its battery dies This protocol allows us to space out the lifespan of the nodes, allowing it to do only the minimum work it needs to transmit data
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The LEACH Network is made up of nodes, some of which are called cluster-heads The job of the cluster-head is to collect data from their surrounding nodes and pass it on to the base station LEACH is dynamic because the job of cluster-head rotates
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The amount of energy used in figure (a) can be modeled by this formula: amp k(3d 1 + d 2 ) 2 Whereas the amount of energy used in figure (b) uses this formula: amp k(3d 1 2 + d 2 2 )
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This is the formula for the amount of energy depletion by data transfer:
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The LEACH network has two phases: the set- up phase and the steady-state The Set-Up Phase ▪ Where cluster-heads are chosen The Steady-State ▪ The cluster-head is maintained ▪ When data is transmitted between nodes
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Cluster-heads can be chosen stochastically (randomly based) on this algorithm: If n < T(n), then that node becomes a cluster- head The algorithm is designed so that each node becomes a cluster-head at least once
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A modified version of this protocol is known as LEACH-C (or LEACH Centralized) This version has a deterministic threshold algorithm, which takes into account the amount of energy in the node…
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…and/or whether or not the node was recently a cluster-head
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REMEMBER: The goal of these protocol is to increase the life of the network The changes between the LEACH stochastic algorithm and the LEACH-C deterministic algorithm alone is proven to increase the FND (First Node Dies) lifetime by 30% and the HND (Half Node Dies) lifetime by 20%
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While neither of these diagrams is the optimum scenario, the second is better because the cluster- heads are spaced out and the network is more properly sectioned
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“Low Energy Adaptive Clustering Hierarchy with Deterministic Cluster-Head Selection”; M.J. Handy, M. Haas, D. Timmermann; 2002; http://www.vs.inf.ethz.ch/publ/se/IEEE_MWCN2 002.pdf http://www.vs.inf.ethz.ch/publ/se/IEEE_MWCN2 002.pdf “Probabilistic Modeling of Leach Protocol and Computing Sensor Energy Consumption Rate in Sensor Networks”; Song, Dezhen; February 22, 2005; http://www.cs.tamu.edu/academics/tr/tamu-cs- tr-2005-2-2 http://www.cs.tamu.edu/academics/tr/tamu-cs- tr-2005-2-2
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